10 citations · 24 across the 9 of their papers we have counts for
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cs.LG2020
A Multilinear Sampling Algorithm to Estimate Shapley Values
Ramin Okhrati, Aldo Lipani
Shapley values are great analytical tools in game theory to measure the importance of a player in a game. Due to their axiomatic and desirable properties such as efficiency, they h…
cs.LG2020★ 8 cited
A Baseline for Shapley Values in MLPs: from Missingness to Neutrality
Cosimo Izzo, Aldo Lipani, Ramin Okhrati +1
Deep neural networks have gained momentum based on their accuracy, but their interpretability is often criticised. As a result, they are labelled as black boxes. In response, sever…